Cargando…
A novel cuproptosis-related prognostic lncRNA signature for predicting immune and drug therapy response in hepatocellular carcinoma
Intratumoral copper levels are closely associated with immune escape from diverse cancers. Cuproptosis-related lncRNAs (CRLs), however, have an unclear relationship with hepatocellular carcinoma (HCC). Gene expression data from 51 normal tissues and 373 liver cancer tissues from the Cancer Genome At...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9521313/ https://www.ncbi.nlm.nih.gov/pubmed/36189204 http://dx.doi.org/10.3389/fimmu.2022.954653 |
_version_ | 1784799810370404352 |
---|---|
author | Chen, Shujia Liu, Peiyan Zhao, Lili Han, Ping Liu, Jie Yang, Hang Li, Jia |
author_facet | Chen, Shujia Liu, Peiyan Zhao, Lili Han, Ping Liu, Jie Yang, Hang Li, Jia |
author_sort | Chen, Shujia |
collection | PubMed |
description | Intratumoral copper levels are closely associated with immune escape from diverse cancers. Cuproptosis-related lncRNAs (CRLs), however, have an unclear relationship with hepatocellular carcinoma (HCC). Gene expression data from 51 normal tissues and 373 liver cancer tissues from the Cancer Genome Atlas (TCGA) database were collected and analyzed. To identify CRLs, we employed differentially expressed protein-coding genes (DE-PCGs)/lncRNAs (DE-lncRNAs) analysis, Kaplan–Meier (K-M) analysis, and univariate regression. By univariate and Lasso Cox regression analyses, we screened 10 prognosis-related lncRNAs. Subsequently, five CRLs were identified by multivariable Cox regression analysis to construct the prognosis model. This feature is an independent prognostic indicator to forecast overall survival. According to Gene Set Variation Analysis (GSVA) and Gene Ontology (GO), both immune-related biological processes (BPS) and pathways have CRL participation. In addition, we found that the characteristics of CRLs were associated with the expression of the tumor microenvironment (TME) and crucial immune checkpoints. CRLs could predict the clinical response to immunotherapy based on the studies of tumor immune dysfunction and rejection (TIDE) analysis. Additionally, it was verified that tumor mutational burden survival and prognosis were greatly different between high-risk and low-risk groups. Finally, we screened potential sensitive drugs for HCC. In conclusion, this study provides insight into the TME status in patients with HCC and lays a basis for immunotherapy and the selection of sensitive drugs. |
format | Online Article Text |
id | pubmed-9521313 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95213132022-09-30 A novel cuproptosis-related prognostic lncRNA signature for predicting immune and drug therapy response in hepatocellular carcinoma Chen, Shujia Liu, Peiyan Zhao, Lili Han, Ping Liu, Jie Yang, Hang Li, Jia Front Immunol Immunology Intratumoral copper levels are closely associated with immune escape from diverse cancers. Cuproptosis-related lncRNAs (CRLs), however, have an unclear relationship with hepatocellular carcinoma (HCC). Gene expression data from 51 normal tissues and 373 liver cancer tissues from the Cancer Genome Atlas (TCGA) database were collected and analyzed. To identify CRLs, we employed differentially expressed protein-coding genes (DE-PCGs)/lncRNAs (DE-lncRNAs) analysis, Kaplan–Meier (K-M) analysis, and univariate regression. By univariate and Lasso Cox regression analyses, we screened 10 prognosis-related lncRNAs. Subsequently, five CRLs were identified by multivariable Cox regression analysis to construct the prognosis model. This feature is an independent prognostic indicator to forecast overall survival. According to Gene Set Variation Analysis (GSVA) and Gene Ontology (GO), both immune-related biological processes (BPS) and pathways have CRL participation. In addition, we found that the characteristics of CRLs were associated with the expression of the tumor microenvironment (TME) and crucial immune checkpoints. CRLs could predict the clinical response to immunotherapy based on the studies of tumor immune dysfunction and rejection (TIDE) analysis. Additionally, it was verified that tumor mutational burden survival and prognosis were greatly different between high-risk and low-risk groups. Finally, we screened potential sensitive drugs for HCC. In conclusion, this study provides insight into the TME status in patients with HCC and lays a basis for immunotherapy and the selection of sensitive drugs. Frontiers Media S.A. 2022-09-15 /pmc/articles/PMC9521313/ /pubmed/36189204 http://dx.doi.org/10.3389/fimmu.2022.954653 Text en Copyright © 2022 Chen, Liu, Zhao, Han, Liu, Yang and Li https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Chen, Shujia Liu, Peiyan Zhao, Lili Han, Ping Liu, Jie Yang, Hang Li, Jia A novel cuproptosis-related prognostic lncRNA signature for predicting immune and drug therapy response in hepatocellular carcinoma |
title | A novel cuproptosis-related prognostic lncRNA signature for predicting immune and drug therapy response in hepatocellular carcinoma |
title_full | A novel cuproptosis-related prognostic lncRNA signature for predicting immune and drug therapy response in hepatocellular carcinoma |
title_fullStr | A novel cuproptosis-related prognostic lncRNA signature for predicting immune and drug therapy response in hepatocellular carcinoma |
title_full_unstemmed | A novel cuproptosis-related prognostic lncRNA signature for predicting immune and drug therapy response in hepatocellular carcinoma |
title_short | A novel cuproptosis-related prognostic lncRNA signature for predicting immune and drug therapy response in hepatocellular carcinoma |
title_sort | novel cuproptosis-related prognostic lncrna signature for predicting immune and drug therapy response in hepatocellular carcinoma |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9521313/ https://www.ncbi.nlm.nih.gov/pubmed/36189204 http://dx.doi.org/10.3389/fimmu.2022.954653 |
work_keys_str_mv | AT chenshujia anovelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT liupeiyan anovelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT zhaolili anovelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT hanping anovelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT liujie anovelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT yanghang anovelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT lijia anovelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT chenshujia novelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT liupeiyan novelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT zhaolili novelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT hanping novelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT liujie novelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT yanghang novelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma AT lijia novelcuproptosisrelatedprognosticlncrnasignatureforpredictingimmuneanddrugtherapyresponseinhepatocellularcarcinoma |